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HARDWARE · ERROR CORRECTION

Atom Computing Reports Up to 90 Toric-Code Syndrome Cycles

A neutral-atom preprint tracks logical information through repeated measurement, lost-atom replacement and reservoir reloading.

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BREAKTHROUGH LEDGER · quantum memory experiment

Atom replacement extends a toric-code memory experiment

Reported
Atom Computing and collaborators report toric-code memory experiments with replacement atoms and repeated reservoir reloading.
Supported observation
The smaller code ran for up to 90 syndrome-extraction cycles; the larger code reached 70. Storage-zone atoms were replenished every tenth cycle.
Conditions
The preprint compares codes using 16 data plus 16 ancilla qubits and 32 data plus 32 ancillas. Recorded measurements were decoded with PyMatching using loss-aware reweighting. Long runs and the short-run code-size comparison are separate datasets.
Not established

The 90-cycle result does not demonstrate indefinitely accurate computation or universal fault tolerance. Lower error for the larger code in short runs must not be generalized to the deep-run results.

Review: Source and editorial check, 2026-09-26. Attributed primary-source summary; no independent scientific review. Independent replication: not assessed.

Record first published 2026-09-26 · Revision claim-atom-toric-code-reloading-r1.

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Researchers working with a real neutral-atom quantum-computing apparatus at Sandia National Laboratories
Neutral-atom hardware at Sandia National Laboratories, used as representative context. It is not Atom Computing’s processor.Photo: Craig Fritz / Sandia · U.S. Government workFull image credit

Atom Computing and collaborators have tracked logical information through repeated syndrome measurements on neutral-atom hardware using a toric code. The experiment addresses a practical problem for long computations: replacing lost atoms and reloading the reservoir while preserving information in the rest of the system.

Their preprint characterizes performance through up to 90 cycles and multiple reservoir reloads. It also compares two code distances through eight rounds, finding a lower absolute logical error for the larger code.

The eight-round comparison does not establish that the larger code keeps that advantage through all 90 cycles, let alone indefinitely. Sustained error suppression over longer runs remains the scaling question. The reported result remains a preprint, and independent review would help test the architecture's prospects.

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Evidence & context

1 linked source

Primary arXiv hardware preprint; peer-reviewed publication not established.

How to read the evidence and dates

An announcement records what an organization stated. An experiment reports an observation. A simulation or resource estimate depends on its assumptions. QubitWire’s analysis connects these sources; the labels are not quality scores.

Published is the article’s first QubitWire publication. Updated marks a substantive content change. Sources checked records a review of the underlying evidence. An older paper can support a new explanation, and another press release about the same work is not independent replication.

Read the original · arxiv.org Source report
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